Laura Marcinek and Nikolaj Gammeltoft, the authors of the piece, compiled the list by calculating the percentage point return on the stock of the CEO's company for every $1 million in incentive pay the CEO received in 2011.

Big thanks to Bloomberg Markets for letting us run this data, we know this is something everyone wants to know.